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Shiv Ram Dubey's Projects

cdcp icon cdcp

A Matlab implementation of the paper "A Complete Dual-Cross Pattern for Unconstrained Texture Classification"

cdgan icon cdgan

CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation

csa-gan icon csa-gan

CSA-GAN: Cyclic synthesized attention guided generative adversarial network for face synthesis

csgan icon csgan

CSGAN: Cyclic-Synthesized Generative Adversarial Network For Image-to-Image Transformation

diffgrad icon diffgrad

diffGrad: An Optimization Method for Convolutional Neural Networks

fusenet icon fusenet

A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"

hybridsn icon hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

impact-of-fc-layers icon impact-of-fc-layers

This research is carried out to find the necessity of fully connected (FC) layers in CNN for image classification.

jettexton icon jettexton

A Matlab implementation of the paper "Unconstrained Texture Classification Using Efficient Jet Texton Learning".

ldzp icon ldzp

A Matlab implementation of the paper "Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification"

lisht icon lisht

This is a Keras implementation of the paper "LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks" - https://arxiv.org/abs/1901.05894

lmp icon lmp

A Matlab implementation of the paper "Local Morphological Pattern: A Scale Space Shape Descriptor for Texture Classification"

mobilear-gan icon mobilear-gan

MobileNet-Based Efficient Attentive Recurrent Generative Adversarial Network for Infrared-to-Visual Transformations

msg-u-net icon msg-u-net

High resolution image to image translation using multi-scale gradients

pcsgan icon pcsgan

PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal/NIR to Visible Image Transformation

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